Ethical & Compliant Facial & Feature Datasets

Our facial and feature recognition datasets are built for face detection, facial comparison, live detection and facial feature analysis model training. Adopting global multi-ethnic, multi-age, multi-gender sample collection, covering normal light, low light, backlight, mask occlusion, makeup and rich expression changes.

We provide facial key points, contour labeling, feature point annotation and expression classification data, strictly following privacy protection and global compliance standards, all samples processed desensitization to avoid legal risks.

The dataset is rich in posture changes, angle conversion and subtle micro-expression samples, with balanced sample distribution and no repetitive accumulation.

We support customized crowd collection, regional exclusive samples and special scenario customization such as access control, attendance and security. Professional manual review ensures label consistency and feature marking accuracy. Suitable for face brushing access control, intelligent attendance, security comparison, portrait analysis and live detection, our datasets enhance model stability and generalization across different crowds and complex lighting environments.